{"id":"W3195245665","doi":"10.1148/radiol.2021210104","title":"Is It Really Time to Close the Chapter on Screening Breast US?","year":2021,"lang":"en","type":"letter","venue":"Radiology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002860899,0.0008753001,0.001342959,0.0009323664,0.006422839,0.005071467,0.001605827,0.06338628,0.01720063],"category_scores_gemma":[0.02117387,0.0009254638,0.001272431,0.0007618513,0.002873816,0.005556658,0.002194104,0.05136521,0.009393833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005120531,"about_ca_system_score_gemma":0.007736959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236968,"about_ca_topic_score_gemma":0.02716498,"domain_scores_codex":[0.9966626,0.0009938837,0.0004026548,0.0003308792,0.0009615612,0.000648428],"domain_scores_gemma":[0.9903851,0.003792965,0.0005453583,0.0002052524,0.001817027,0.003254408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003928688,0.00006478176,0.0009482179,0.00004568052,0.000008909432,0.003595098,0.0001426858,0.00004972336,0.0001572544,0.002283729,0.9859104,0.006754159],"study_design_scores_gemma":[0.0001004618,0.000103991,0.002115689,0.000662281,0.00002551708,0.005976809,0.001468054,0.0005297348,0.0001241213,0.011002,0.9778098,0.00008159782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002382229,0.0005028899,0.00004971268,0.9832249,0.01246674,0.00001086221,0.00002137335,0.00001206959,0.003473283],"genre_scores_gemma":[0.001836694,0.0009576437,0.0002205113,0.9440345,0.0389324,0.00002874206,0.00002256016,0.00002660857,0.01394038],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06338628,"threshold_uncertainty_score":0.05754179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099307115714083,"score_gpt":0.2607896128777478,"score_spread":0.239796541720607,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}